Modeling the demand and supply in a new B2B-upstream market using a knowledge updating process
AbstractBusiness-to-Business (B2B) services companies invest heavily in acquiring very expensive assets that they hire out to serve their clients (e.g. UPS buys huge warehouses and hires them out to companies), and hence they engage in careful long-term planning and forecasting, especially when it concerns a new market. It is interesting to note that the client-firms, on the other hand, decide to hire those assets based mostly on the prevailing short-term market forces. Hence, it is important for the companies which provide the assets for hire to also build the prevailing short-term market trends into their long-term forecasting and planning. In this paper, we develop a model for tracking these two simultaneously evolving and interacting patterns, namely the asset-availability (i.e. supply) and utilization (i.e. demand) patterns, in order to better understand the underlying processes, and thereby provide a basis for better forecasting. We test our models using three sets of data collected from the oil drilling industry, and find the proposed model to provide a good fit and forecasting efficiency.
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Bibliographic InfoArticle provided by Elsevier in its journal International Journal of Forecasting.
Volume (Year): 27 (2011)
Issue (Month): 4 (October)
Contact details of provider:
Web page: http://www.elsevier.com/locate/ijforecast
Marketing B2B service Knowledge updating Demand and supply Oil drilling;
Find related papers by JEL classification:
- Mar - Business Administration and Business Economics; Marketing; Accounting - - - - -
- B2B - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - -
- ser - - - - - -
- Kno - Law and Economics - - - - -
- upd - - - - - -
- Dem - Microeconomics - - - - -
- and - - - - - -
- sup - - - - - -
- Oil - Economic Development, Technological Change, and Growth - - - - -
- dri - - - - - -
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